Data Engineering Podcast

DECEMBER 17, 2023

Summary The "modern data stack" promised a scalable, composable data platform that gave everyone the flexibility to use the best tools for every job. The reality was that it left data teams in the position of spending all of their engineering effort on integrating systems that weren't designed with compatible user experiences. The team at 5X understand the pain involved and the barriers to productivity and set out to solve it by pre-integrating the best tools from each layer of the s

Data Lake 130

Data Lake High Quality Data SQL Architecture 130

Scott Logic

DECEMBER 17, 2023

Introduction In our continuous pursuit of refining Scottbot, our LLM-powered chatbot , we have encountered and overcome various challenges. The implementation of Test-Driven Development practices and comprehensive testing, a topic previously explored in a dedicated blog , was a particularly difficult one due to the non-deterministic nature of the Language Learning Models (LLMs).

Algorithm 96

Algorithm Project Process Utilities 96

Rock the JVM

DECEMBER 17, 2023

by Herbert Kateu 1. Introduction UDP stands for User Datagram Protocol, it’s a transport layer communication protocol built on top of IP that is used to transmit data across a network. It works by bundling up data in a UDP packet, adding header information, and sending these packets to the target destination. The UDP header is fixed at 8 bytes and contains a source port, destination port, the checksum used to verify packet integrity by the receiving device, and the length of the packet which equ

Scala 90

Scala Bytes Java Coding 90

Hevo

DECEMBER 17, 2023

As a data engineer, you hold all the cards to make data easily accessible to your business teams. Your team just requested an Amazon S3 to PostgreSQL connection on priority. We know you don’t wanna keep your data scientists and business analysts waiting to get critical business insights.

PostgreSQL 52

PostgreSQL Business Analyst Data Data Engineer 52

Advertisement

Whether you’re creating complex dashboards or fine-tuning large language models, your data must be extracted, transformed, and loaded. ETL and ELT pipelines form the foundation of any data product, and Airflow is the open-source data orchestrator specifically designed for moving and transforming data in ETL and ELT pipelines. This eBook covers: An overview of ETL vs.

Architecture

Rock the JVM

DECEMBER 17, 2023

Learn how UDP works and discover how to transition from an old Java NIO implementation to a more modern and expressive API like FS2 in Scala

Scala 52

Scala Java 52

Hevo

DECEMBER 17, 2023

Procedural language elements are known for increasing the database’s functionality using User-Defined Functions (UDFs) and Stored Procedures combined. On a broader level, PostgreSQL supports several procedural languages that help sustain data models that repeat previous values.

PostgreSQL 52

PostgreSQL Database Building Data 52

Scott Logic

DECEMBER 17, 2023

An exploration of the quantitative and qualitative impacts of Generative AI on software development. We’ve undertaken multiple experiments to better understand the impact of GenerativeAI tools (ChatGPT, Copilot) on developer productivity. Our quantitative results show a 37% improvement in productivity (speed), however, this result is a misrepresentation of what it means to be productive as a developer.

Programming Language 118

Programming Language Coding Programming Consulting 118